{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e0c41978",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import torch\n",
    "import torchvision\n",
    "from torch import nn\n",
    "from d2l import torch as d2l\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "232bcfca",
   "metadata": {},
   "outputs": [],
   "source": [
    "def apply(img, aug, num_rows=2, num_cols=4, scale=1.5):\n",
    "    Y = [aug(img) for _ in range(num_rows * num_cols)]\n",
    "    d2l.show_images(Y, num_rows, num_cols, scale=scale)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ac289248",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_dir = r\"../data/hotdog/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "a15dc365",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_imgs = torchvision.datasets.ImageFolder(os.path.join(data_dir, 'train'))\n",
    "test_imgs = torchvision.datasets.ImageFolder(os.path.join(data_dir, 'test'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "8440dd22",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_augs = torchvision.transforms.Compose([\n",
    "    torchvision.transforms.RandomResizedCrop(224),\n",
    "    torchvision.transforms.RandomHorizontalFlip(),\n",
    "    torchvision.transforms.ToTensor(),])\n",
    "\n",
    "test_augs = torchvision.transforms.Compose([\n",
    "    torchvision.transforms.Resize([256, 256]),\n",
    "    torchvision.transforms.CenterCrop(224),\n",
    "    torchvision.transforms.ToTensor(),\n",
    "    ])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "615ae9e2",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f2f3a520c90>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(train_imgs[0][0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "5aba0222",
   "metadata": {},
   "outputs": [],
   "source": [
    "torchvision.models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "bbea7ce3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/avicii/miniconda3/envs/DL/lib/python3.11/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
      "  warnings.warn(\n",
      "/home/avicii/miniconda3/envs/DL/lib/python3.11/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.\n",
      "  warnings.warn(msg)\n",
      "Downloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to /home/avicii/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth\n",
      "100.0%\n"
     ]
    }
   ],
   "source": [
    "pretrained_net = torchvision.models.resnet18(pretrained=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "0b14d4a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "pretrained_net.fc = nn.Linear(pretrained_net.fc.in_features, 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "83626d96",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Parameter containing:\n",
       "tensor([[ 0.0737, -0.0638,  0.0659,  ..., -0.0673, -0.0277,  0.0093],\n",
       "        [-0.0885,  0.0228,  0.0224,  ..., -0.0515, -0.0867, -0.0982]],\n",
       "       requires_grad=True)"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nn.init.xavier_uniform_(pretrained_net.fc.weight)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
